No brainer I wouldn't recommend using Cache for web applications and there are problems that you mention.
For example Node.JS will do application part a lot better.
Use Cache only for database if you are not satisfied with other databases.
If you use Cache for application you should use ECP to distribute the load.
But you will suffer licensing and logic problems.